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For years, the Indian financial community has asked one question: When is the National Stock Exchange (NSE) going public? And NSE has finally pulled back the curtain on the most anticipated public market debut in Indian corporate history, by filing its DRHP.

Before any company goes public, it has to file a massive document called the Draft Red Herring Prospectus (DRHP). It’s basically a financial tell-all book. 

Among other things, companies have to list down risk factors, a laundry list of everything that could possibly go wrong and ruin their business. Usually, it’s the standard stuff: economic slowdowns, regulatory changes, or fierce competition.

But NSE’s DRHP has a rather interesting addition. They’ve dedicated an entire principal risk factor to something else entirely: Artificial Intelligence (AI).

Yes, the very same tech that’s supposed to be a magical cure-all for businesses globally.

So, why is India’s largest stock exchange suddenly sounding the alarm bells on AI?

Here’s the deal. NSE isn’t an AI hater. In fact, it already uses AI and machine learning quite a bit: for market surveillance, risk management, customer service, and crunching massive amounts of market data. It even plans to double down on it to modernise their operations.

But it also knows that running a stock exchange is a high-stakes game. And when things go wrong with AI, they can go horribly, horribly wrong. NSE breaks down the AI threat into a few major buckets:

1. AI is only as good as the data it’s fed. 

If the algorithms are flawed or the data is poor, AI can spit out biased or just plain wrong outputs. Imagine NSE’s internal AI calculating the wrong margin requirements for traders or messing up settlement exposures. It wouldn’t just be a bad day for the exchange’s balance sheet; it could literally trigger a systemic crisis across the entire Indian capital market.

2. The Rogue Traders

It’s not just NSE using AI; traders are using it too. Market participants are increasingly relying on ultra-fast, AI-driven algorithmic trading. While that sounds cool, these bots can sometimes go rogue. They can amplify volatility, cause sudden “flash crashes” where prices plummet for no logical reason, or invent entirely new forms of market manipulation that NSE’s current surveillance systems might not even be able to catch.

3. The Cyber Nightmare

Forget the old phishing emails. We are in the era of deepfakes and AI-powered cyberattacks. NSE is worried that hackers could use AI for sophisticated social engineering or to impersonate key personnel to breach third-party services. Since the NSE is the beating heart of India’s financial system, a successful cyberattack wouldn’t just leak confidential data, it could completely shatter investor confidence.

4. Foreign Reliance

Building ground-up AI is hard, so a lot of these platforms are developed by third-party tech giants based outside India. This creates operational, intellectual property, and vendor dependency risks. Plus, market regulators are waking up to the risks. SEBI recently issued advisories on AI vulnerabilities, and NSE is warning investors that keeping up with these fast-changing, strict regulations won’t just be difficult, it will be incredibly expensive.

It’s a classic modern paradox. The exact same technology that NSE is relying on to make the markets faster, smarter, and safer is simultaneously creating new operational, regulatory, and systemic risks that we are only just beginning to understand.

AI is the future, no doubt. But as NSE’s IPO filing clearly shows, the ride there is going to be incredibly bumpy.

Did you know?
Stock exchanges cannot list or trade their own shares on their own platforms, therefore the NSE is getting listed on its oldest rival, the Bombay Stock Exchange (BSE). For perspective, even the BSE is currently listed on the NSE.